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3. Software agent technologies

4. Logic and the Foundations of Game and Decision Theory (LOFT 7)

5. Fibring Neural Networks

6. Connectionist Temporal Reasoning

7. Connectionist Intuitionistic Reasoning

8. Introduction

9. Connectionist Modal Logic

10. Applications of Connectionist Nonclassical Reasoning

11. Neural-Symbolic Learning Systems

12. Artificial Neural Networks

13. Logic and Knowledge Representation

14. Conclusions

15. Reasoning about Probabilities in Neural Networks

16. Relational Learning in Neural Networks

17. Argumentation Frameworks as Neural Networks

18. Combining Textual and Visual Information for Semantic Labeling of Images and Videos

19. Machine Learning Techniques for Face Analysis

20. Conservative Learning for Object Detectors

21. Online Content-Based Image Retrieval Using Active Learning

22. Classification and Clustering of Music for Novel Music Access Applications

23. Mental Search in Image Databases: Implicit Versus Explicit Content Query

24. Machine Learning for Semi-structured Multimedia Documents: Application to Pornographic Filtering and Thematic Categorization

25. Dimension Reduction

26. Supervised Learning

27. Introduction to Bayesian Methods and Decision Theory

28. Unsupervised Learning and Clustering

29. Probabilistic Logic Learning

30. Inducing Theories

31. The Upgrading Story

32. Introduction

33. Kernels and Distances for Structured Data

34. Representations for Mining and Learning

35. Lessons Learned

36. Generality and Logical Entailment

37. An Introduction to Learning and Search

39. Conclusions

41. Artificial Perception-Action Systems

42. Introduction

43. Physical Sensors and Walking Machine Platforms

44. Biologically Inspired Perception-Action Systems

45. Neural Concepts and Modeling

46. Fuzzy Measures

47. Introduction to Functional Equations

48. Selection of the Model

49. Synthesis of Judgements

50. The Novamente Artificial Intelligence Engine

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